We want to color a map with K colors such that two adjacent regions do no share a color. How would you formulate this as a hill-climbing search problem.
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- Computer Science For an image represented by a given large 3d numpy array, use numpy to get a neighborhood filter using the mean of the pixels. For example, look through each of the image’s 3×3 window of pixels and replace outlier pixels with the mean value of the others in the 3×3 window. Set the resulting pixel value to be the mean value of a pixel and its eight neighbors. For pixels on an edge, use the mean value of the pixel and its five neighbors. For pixels on corners, use the mean value of the pixel and its three neighbors. If you loop over every pixel then you must store your input and output arrays separatelyCorrect answer will upvoted else downvoted. siblings are managing an abnormal piece of wood set apart with their names. This board of wood can be addressed as a line of n characters. Each character is either a 'D' or a 'K'. You need to make some number of cuts (conceivably 0) on this string, parceling it into a few bordering pieces, each with length something like 1. The two siblings act with poise, so they need to part the wood as equitably as could be expected. They need to know the greatest number of pieces you can part the wood into with the end goal that the proportions of the number of events of 'D' to the number of events of 'K' in each lump are something very similar. Kaeya, the inquisitive scholar, is keen on the answer for a long time. He needs to know the response for each prefix of the given string. Assist him with taking care of this issue! For a string we characterize a proportion as a:b where 'D' shows up in it multiple times, and 'K' seems b times. Note that an…Implement image segmentation method into biomedical image data (any data, for example cancer image) in phyton notebook/google collab (.ipynb). Include the code and give report about the code and the result of image segmentation. Segmentation method must not be deep learning method, only computer vision and image processing!
- Implement the following by extending the Cubes project. For all shapes, there should be no colocated vertices. For the meshes, you may use arbitrary indexed convex-polygon faces that G3D will automatically tessellate into triangles on load. This project's report requires you to plan your approach before you begin writing code, so read the whole document before beginning implementation. Create data-files/model/cube.off, an axis-aligned cube with unit edge lengths, centered at the origin. You may make this file in a text editor directly, or write a procedure to generate it. Create a procedure (function or method) named makeCylinderthat generates a file data-files/model/cylinder.off given a radius and height. This file should be an indexed convex-polygon mesh for a cylinder about the yy-axis that is centered at the origin. Create a user interface for invoking makeCylinder. Use number boxes for the parameters and a button labelled “Generate” to actually launch the execution. Display a…using c++ dynamic queue. i want the output to be like that image . you can refer phython at this link. https://runestone.academy/ns/books/published//pythonds/BasicDS/SimulationPrintingTasks.html the situation is . On any average day about 10 students are working in the lab at any given hour. These students uses theshared printer in the lab to print their assignments and reading materials. The timetaken for printing tasks varies from one another depending on the pages volumesprinted by students. Students can send printing instructions from any terminalsattached to same network of the printer. Hence, many students can do so at once take note that i want it in c++ dynamic queue.Create an intelligent agent in Python that can navigate a maze to find the exit. The maze will be represented as a 2D grid of characters, where: 'X' represents a wall represents an open space 'S' represents the starting position of the agent 'E' represents the exit of the maze The agent can move in four directions: up, down, left, and right. Challenge: Implement two approaches: 1. Depth-First Search (DFS): The agent explores the maze using a depth-first search algorithm, backtracking when it reaches a dead end. The goal is to find the exit as quickly as possible. 2. Q-Learning: 。 The agent learns through trial and error, receiving rewards for getting closer to the exit and penalties for hitting walls. 。 Implement a simple Q-learning algorithm where the agent updates its Q-values based on the rewards it receives. The Q-values represent the estimated future reward for taking a particular action from a specific state.
- Modify the GeometricObject classto implement the Comparable interface and define a static max method in theGeometricObject class for finding the larger of two GeometricObject objects.Draw the UML diagram and implement the new GeometricObject class. Writea test program that uses the max method to find the larger of two circles, the largerof two rectangles.An archery target consists of a central circle of yellow surrounded by con-centric rings of red, blue, black and white. Each ring has the same width, which is the same as the radius of the yellow circle. Write a programthat draws such a target. Hint: Objects drawn later will appear on top ofobjects drawn earlier.I want to scale a rectangle in OpenGL using the scaling transformation matrix. The vertices of the rectangle are (325,320), (460,320), (460,150), and (325,150). I have defined a function to execute the transformation and kept the scaling factor as the parameter of the function. But when I call the function, the rectangle reduces in size but does not stay in its initial position. How can I scale it while keeping it in its original position? Here's my code for scaling the rectangle: def scaling(sc): s = np.array([[sc, 0, 0], [0, sc, 0], [0, 0, 1]]) v1 = np.array([[325], [320], [1]]) v2 = np.array([[460], [320], [1]]) v3 = np.array([[460], [150], [1]]) v4 = np.array([[325], [150], [1]]) v11 = np.matmul(s, v1) v22 = np.matmul(s, v2) v33 = np.matmul(s, v3) v44 = np.matmul(s, v4) glColor3f(1.5, 0.17, 0) glBegin(GL_QUADS) glVertex2f(v11[0][0], v11[1][0]) glVertex2f(v22[0][0], v22[1][0]) glVertex2f(v33[0][0], v33[1][0]) glVertex2f(v44[0][0], v44[1][0]) glEnd()
- The Problem: You are coding a graphics filter that process each of animage through a filter. Each pixel is defined a triplet of real numbers (R,G,B)each of which is between 0 and 255.The filtering algorithms need to work on real numbers in order to do theirjob. But examining the program you discover that they only need two digits ofaccuracy. Any additional digits is just overkill.Consider a maze represented by a matrix of m rows and n columns with obstacles (see the figure below). A cell with a value = -1 is an obstacle that cannot be overcome. The goal is to start from cell [0, 0] and reach the last cell [m-1, n-1]. This may be possible by taking several paths. Count the number of these paths. The movement is allowed from cells (i+ 1, j) and (i, j+ 1) only. -1 -1 Provide two solutions, one iterative and one recursive to the above problem.In this project, you are going to introduce a Netflix-like (or Amazon prime video/Hulu/Apple+/Disney+) menu, composed by categories, each of which consists of a list of movies. Namely, there are a number of rows. For each row, users can browse movies in a circular way. For all rows/categories, users could browse up and down but not in a circular way. With the above background, please implement a Netflix-like menu using (1) DLL for connecting the beginning of all rows/categories; (2) each row/category is constructed by a CLL. A possible illustration of the above concepts is shown at the end of the file. Note that there is more than one way to implement the relationship between DLL and CLLS here (and the header of a CLL is not shown here because of a variety of possible implementations. You are required to introduce a header for each CLL). For the entire Netflix, here are the features included: a. Add a new category by name (e.g., void addCategory(string name)) b. Search a category by…